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[ascl:1907.029] XDF-GAN: Mock astronomical survey generator

XDF-GAN generates mock galaxy surveys with a Spatial Generative Adversarial Network (SGAN)-like architecture. Mock galaxy surveys are generated from data that is preprocessed as little as possible (preprocessing is only a 99.99th percentile clipping). The outputs can also be tessellated together to create a very large survey, limited in size only by the RAM of the generation machine.

Code site:
https://github.com/Smith42/XDF-GAN
Described in:
https://ui.adsabs.harvard.edu/abs/2019arXiv190410286S
Bibcode:
2019ascl.soft07029S

Views: 542

ascl:1907.029
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